调整线性规划获取属性的接口

inc/solver.hpp

@@ -5,6 +5,9 @@ using std::vector;
 class Expr;
 class Var;
 
+#define MDL_MINIMIZE 1
+#define MDL_MAXIMIZE -1
+
 Expr operator+(const Expr& x, const Expr& y);
 Expr operator-(const Expr& x, const Expr& y);
 Expr operator+(const Expr& x);
@@ -25,7 +28,6 @@ Expr operator/(const Expr& x, double a);
 
 typedef vector<vector<double>> Matrix;
 
-
 enum class Rtn {
 	LOADED,
 	OPTIMAL,
@@ -47,10 +49,212 @@ enum class Rtn {
 	PIVOT,
 };
 
+enum class IntAttr {
+	NumConstrs,
+	NumVars,
+	NumSOS,
+	NumQConstrs,
+	NumGenConstrs,
+	NumNZs,
+	NumQNZs,
+	NumQCNZs,
+	NumIntVars,
+	NumBinVars,
+	NumPWLObjVars,
+	ModelSense,
+	IsMIP,
+	IsQP,
+	IsQCP,
+	IsMultiObj,
+	Status,
+	ConcurrentWinMethod,
+	SolCount,
+	BarIterCount,
+	VBasis,
+	CBasis,
+	PWLObjCvx,
+	BranchPriority,
+	VarPreStat,
+	BoundVioIndex,
+	BoundSVioIndex,
+	ConstrVioIndex,
+	ConstrSVioIndex,
+	ConstrResidualIndex,
+	ConstrSResidualIndex,
+	DualVioIndex,
+	DualSVioIndex,
+	DualResidualIndex,
+	DualSResidualIndex,
+	ComplVioIndex,
+	IntVioIndex,
+	IISMinimal,
+	IISLB,
+	IISUB,
+	IISConstr,
+	IISSOS,
+	IISQConstr,
+	IISGenConstr,
+	IISLBForce,
+	IISUBForce,
+	IISConstrForce,
+	IISSOSForce,
+	IISQConstrForce,
+	IISGenConstrForce,
+	TuneResultCount,
+	Lazy,
+	VarHintPri,
+	ObjNPriority,
+	NumObj,
+	GenConstrType,
+	NumStart,
+	Partition,
+	LicenseExpiration,
+	NumScenarios,
+	FuncPieces,
+	BatchErrorCode,
+	BatchStatus,
+	Fingerprint,
+	PoolIgnore,
+	FuncNonlinear,
+	ModelColumn
+};
+
+enum class DoubleAttr{
+	Runtime,
+	Work,
+	ObjCon,
+	LB,
+	UB,
+	Obj,
+	Start,
+	PreFixVal,
+	RHS,
+	QCRHS,
+	Coeff,
+	MaxCoeff,
+	MinCoeff,
+	MaxBound,
+	MinBound,
+	MaxObjCoeff,
+	MinObjCoeff,
+	MaxRHS,
+	MinRHS,
+	MaxQCRHS,
+	MinQCRHS,
+	MaxQCCoeff,
+	MinQCCoeff,
+	MaxQCLCoeff,
+	MinQCLCoeff,
+	MaxQObjCoeff,
+	MinQObjCoeff,
+	ObjVal,
+	ObjBound,
+	ObjBoundC,
+	MIPGap,
+	IterCount,
+	NodeCount,
+	X,
+	RC,
+	Pi,
+	QCPi,
+	Slack,
+	QCSlack,
+	MaxVio,
+	BoundVio,
+	BoundSVio,
+	BoundVioSum,
+	BoundSVioSum,
+	ConstrVio,
+	ConstrSVio,
+	ConstrVioSum,
+	ConstrSVioSum,
+	ConstrResidual,
+	ConstrSResidual,
+	ConstrResidualSum,
+	ConstrSResidualSum,
+	DualVio,
+	DualSVio,
+	DualVioSum,
+	DualSVioSum,
+	DualResidual,
+	DualSResidual,
+	DualResidualSum,
+	DualSResidualSum,
+	ComplVio,
+	ComplVioSum,
+	IntVio,
+	IntVioSum,
+	Kappa,
+	KappaExact,
+	SAObjLow,
+	SAObjUp,
+	SALBLow,
+	SALBUp,
+	SARHSLow,
+	SAUBLow,
+	SAUBUp,
+	SARHSUp,
+	Xn,
+	FarkasProof,
+	FarkasDual,
+	UnbdRay,
+	PStart,
+	DStart,
+	BarX,
+	VarHintVal,
+	ObjN,
+	ObjNCon,
+	ObjNWeight,
+	ObjNRelTol,
+	ObjNAbsTol,
+	ObjNVal,
+	OpenNodeCount,
+	PoolObjBound,
+	PoolObjVal,
+	ScenNLB,
+	ScenNUB,
+	ScenNObj,
+	ScenNRHS,
+	ScenNX,
+	ScenNObjBound,
+	ScenNObjVal,
+	FuncPieceError,
+	FuncPieceLength,
+	FuncPieceRatio,
+	DNumNZs
+};
+
+enum class StringAttr {
+	ModelName,
+	VarName,
+	ConstrName,
+	QCName,
+	GenConstrName,
+	ObjNName,
+	ScenNName,
+	BatchID,
+	VTag,
+	CTag,
+	QCTag,
+	BatchErrorMessage
+};
+
+enum class ConstrOper {
+	LESS_EQUAL,
+	GREATER_EQUAL,
+	EQUAL
+};
+
 class Var {
 public:
-	Var(double coef = 1) :col(0), coeffs(coef) {};
+	Var(double coef = 1) :col(0), val(0), coeffs(coef) {};
+	double get(DoubleAttr attr);
+	int get(IntAttr attr);
+	friend class Model;
+	friend class Expr;
+private:
 	double coeffs;
+	double val;
 	int col;
 };
 
@@ -101,18 +305,17 @@ class Model
 public:
 	Model();
 	Var* addVars(int col);
-	void addConstr(const Expr& expr, char sense, double rhs);
+	void addConstr(const Expr& expr, ConstrOper sense, double rhs);
-	void setObjective(Expr obje, int sense = 0);
+	void setObjective(Expr obje, int sense = MDL_MAXIMIZE);
 	void print();
-	Rtn optimize(bool isMax = true);
+	Rtn optimize();
-	double get();
+	double get(DoubleAttr attr);
-
+	int get(IntAttr attr);
 private:
 	double _simplex();
 	Rtn _pivot(std::pair<size_t, size_t>& p);
 	void _gaussian(std::pair<size_t, size_t> p);
 
-
 	Var* vars;
 
 	Matrix matrix;
@@ -120,4 +323,5 @@ private:
 	vector<int> basic;
 	Rtn rtn;
 	double res;
+	int sense;
 };

src/main.cpp

@@ -9,24 +9,26 @@ int main(int argc, char* argv[])
 {
 	Model mdl;
 
-	Var* vars = mdl.addVars(3);
+	Var* vars = mdl.addVars(2);
 
-	mdl.addConstr(vars[0] + vars[1] + vars[2], '<', 4);
+	mdl.addConstr(vars[0] + vars[1], ConstrOper::LESS_EQUAL, 2);
-	mdl.addConstr(vars[0], '<', 2);
+	mdl.addConstr(vars[0] + vars[1], ConstrOper::GREATER_EQUAL, 1);
-	mdl.addConstr(vars[2], '<', 3);
+	mdl.addConstr(5 * vars[0] - 2 * vars[1], ConstrOper::GREATER_EQUAL, -2);
-	mdl.addConstr(3 * vars[1] + vars[2], '<', 6);
 
-	mdl.setObjective(vars[0] + 14 * vars[1] + 6 * vars[2]);
+	mdl.setObjective(vars[0] + 2 * vars[1], MDL_MAXIMIZE);
 
-	switch(mdl.optimize(false)) {
+	switch(mdl.optimize()) {
 	case Rtn::OPTIMAL:			
-		cout << "find solution: " << mdl.get() << endl; 
+		cout << "OPTIMAL SOLUTION: " << mdl.get(DoubleAttr::Obj) << endl; 
+		for (int i = 0; i < mdl.get(IntAttr::NumVars); i++) {
+			cout << "var[" << i << "] : " << vars[i].get(DoubleAttr::X) << endl;
+		}
 		break;
 	case Rtn::INFEASIBLE:	
-		cout << "no solution" << endl;					
+		cout << "INFEASIBLE MODEL" << endl;					
 		break;
 	case Rtn::UNBOUNDED:	
-		cout << "unbounded solution" << endl;			
+		cout << "UNBOUNDED SOLUTION" << endl;			
 		break;
 	default:
 		assert(false);

src/solver.cpp

@@ -32,16 +32,16 @@ Expr operator+(const Expr& x)
 Expr operator+(Var x, Var y)
 {
 	Expr exp;
-	exp.coeffs.resize(std::max(x.col + 1, y.col + 1), 0);
+	exp.coeffs.resize(std::max(x.get(IntAttr::ModelColumn) + 1, y.get(IntAttr::ModelColumn) + 1), 0);
-	exp.coeffs[x.col] = x.coeffs;
+	exp.coeffs[x.get(IntAttr::ModelColumn)] = x.get(DoubleAttr::Coeff);
-	exp.coeffs[y.col] = y.coeffs;
+	exp.coeffs[y.get(IntAttr::ModelColumn)] = y.get(DoubleAttr::Coeff);
 	return exp;
 }
 
 Expr operator+(Var x, double a)
 {
 	Expr exp;
-	exp.coeffs.resize(x.col + 1);
+	exp.coeffs.resize(x.get(IntAttr::ModelColumn) + 1);
 	exp.constant = a;
 	return exp;
 }
@@ -85,9 +85,9 @@ Expr operator-(Var x)
 Expr operator-(Var x, Var y)
 {
 	Expr exp;
-	exp.coeffs.resize(std::max(x.col + 1, y.col + 1), 0);
+	exp.coeffs.resize(std::max(x.get(IntAttr::ModelColumn) + 1, y.get(IntAttr::ModelColumn) + 1), 0);
-	exp.coeffs[x.col] = x.coeffs;
+	exp.coeffs[x.get(IntAttr::ModelColumn)] = x.get(DoubleAttr::Coeff);
-	exp.coeffs[y.col] = -y.coeffs;
+	exp.coeffs[y.get(IntAttr::ModelColumn)] = -y.get(DoubleAttr::Coeff);
 	return exp;
 }
 
@@ -104,8 +104,8 @@ Expr operator-(double a, Var x)
 Expr operator*(double a, Var x)
 {
 	Expr exp;
-	exp.coeffs.resize(x.col + 1, 0);
+	exp.coeffs.resize(x.get(IntAttr::ModelColumn) + 1, 0);
-	exp.coeffs[x.col] = a * x.coeffs;
+	exp.coeffs[x.get(IntAttr::ModelColumn)] = a * x.get(DoubleAttr::Coeff);
 	return exp;
 }
 
@@ -147,6 +147,7 @@ Expr operator/(const Expr& x, double a)
 Model::Model():
 	cn(0),
 	bn(0),
+	sense(0),
 	vars(nullptr)
 {
 
@@ -165,22 +166,50 @@ Var* Model::addVars(int num)
 	return vars;
 }
 
-void Model::addConstr(const Expr& expr, char sense, double rhs)
+void Model::addConstr(const Expr& expr, ConstrOper sense, double rhs)
 {
-	matrix.push_back(vector<double>(1, rhs));			// TODO<44><4F>û<EFBFBD>ȴ<EFBFBD>С<EFBFBD><D0A1>û<EFBFBD><C3BB><EFBFBD>dz<EFBFBD><C7B3><EFBFBD>
+	
-	matrix.back().insert(matrix.back().end(), expr.coeffs.begin(), expr.coeffs.end());
+	if (sense == ConstrOper::LESS_EQUAL) {
+		matrix.push_back(vector<double>(1, rhs - expr.constant));
+		matrix.back().insert(matrix.back().end(), expr.coeffs.begin(), expr.coeffs.end());
+	}
+	else if (sense == ConstrOper::GREATER_EQUAL) {
+		matrix.push_back(vector<double>(1, expr.constant - rhs));
+		for (int coeff : expr.coeffs) {
+			matrix.back().push_back(-coeff);
+		}
+	}
+	else {
+		addConstr(expr, ConstrOper::LESS_EQUAL, rhs);
+		addConstr(expr, ConstrOper::GREATER_EQUAL, rhs);
+	}
+	
 	for (int c = matrix.back().size(); c <= cn; c++) {
 		matrix.back().push_back(0);
 	}
 }
 
-void Model::setObjective(Expr obje, int sense)
+void Model::setObjective(Expr obje, int _sense)
 {
-	matrix.insert(matrix.begin(), obje.coeffs);
+	assert(_sense == 1 || _sense == -1);
-	matrix.front().insert(matrix.front().begin(), obje.constant);		// TODO<44><4F>д<EFBFBD>IJ<EFBFBD><C4B2><EFBFBD><EFBFBD><EFBFBD>
+	if (sense == 0) {
-	for (int c = matrix.front().size(); c <= cn; c++) {
+		matrix.insert(matrix.begin(), obje.coeffs);
-		matrix.front().push_back(0);
+		matrix.front().insert(matrix.front().begin(), -obje.constant);
+		for (int c = obje.coeffs.size() + 1; c <= cn; c++) {
+			matrix.front().push_back(0);
+		}
 	}
+	else {
+		matrix.front().front() = -obje.constant;
+		for (int c = 0; c < obje.coeffs.size(); c++) {
+			matrix.front()[c + 1] = obje.coeffs[c];
+		}
+		for (int c = obje.coeffs.size() + 1; c <= cn; c++) {
+			matrix.front()[c] = 0;
+		}
+
+	}
+	sense = _sense;
 }
 
 void Model::print()
@@ -193,7 +222,7 @@ void Model::print()
 	}
 }
 
-Rtn Model::optimize(bool isMax)
+Rtn Model::optimize()
 {
 	bn = matrix.size();
 	for (int row = 1; row < bn; row++) {
@@ -203,12 +232,10 @@ Rtn Model::optimize(bool isMax)
 		}
 	}
 	cn = matrix.front().size();
-	if (!isMax) {
+	for (int i = 0; i < cn; i++) {
-		for (int i = 0; i < cn; i++) {
+		matrix.front()[i] = sense * matrix.front()[i];
-			matrix.front()[i] = -matrix.front()[i];
-		}
 	}
-
+	
 	for (size_t i = 1; i < bn; i++) {
 		basic.push_back(cn - bn + i);
 	}
@@ -246,9 +273,9 @@ Rtn Model::optimize(bool isMax)
 		auto iter = find(basic.begin(), basic.end(), cn);
 		if (iter != basic.end()) {
 			for (int col = 1; col < matrix.front().size(); col++) {
-				if (matrix.front()[col] != 1) {
+				if (fabs(matrix.front()[col]) > 1e-10) {
-					t = make_pair(iter - basic.begin(), col);
+					t = make_pair(iter - basic.begin() + 1, col);
-					_pivot(t);
+					_gaussian(t);
 					break;
 				}
 			}
@@ -270,15 +297,25 @@ Rtn Model::optimize(bool isMax)
 		}
 	}
 
-	res = isMax ? _simplex() : _simplex();
+	res = -sense * _simplex();
+	for (int row = 1; row < bn; row++) {
+		if (basic[row - 1] - 1 < cn - bn) {
+			vars[basic[row - 1] - 1].val = matrix[row].front();
+		}
+	}
 	return rtn;
 }
 
-double Model::get()
+double Model::get(DoubleAttr attr)
 {
 	return res;
 }
 
+int Model::get(IntAttr attr)
+{
+	return cn - bn;
+}
+
 double Model::_simplex()
 {
 	pair<size_t, size_t> t;
@@ -289,7 +326,6 @@ double Model::_simplex()
 		}
 		_gaussian(t);
 	}
-
 	return matrix.front().front();
 }
 
@@ -381,6 +417,7 @@ void Expr::operator+=(const Expr& expr)
 	for (int c = 0; c < expr.coeffs.size(); c++) {
 		coeffs[c] += expr.coeffs[c];
 	}
+	constant += expr.constant;
 }
 
 void Expr::operator-=(const Expr& expr)
@@ -389,6 +426,7 @@ void Expr::operator-=(const Expr& expr)
 	for (int c = 0; c < expr.coeffs.size(); c++) {
 		coeffs[c] -= expr.coeffs[c];
 	}
+	constant -= expr.constant;
 }
 
 void Expr::operator*=(double mult)
@@ -396,6 +434,7 @@ void Expr::operator*=(double mult)
 	for (int c = 0; c < coeffs.size(); c++) {
 		coeffs[c] *= mult;
 	}
+	constant *= mult;
 }
 
 void Expr::operator/=(double a)
@@ -403,6 +442,7 @@ void Expr::operator/=(double a)
 	for (int c = 0; c < coeffs.size(); c++) {
 		coeffs[c] /= a;
 	}
+	constant /= a;
 }
 
 Expr Expr::operator+(const Expr& rhs)
@@ -411,6 +451,7 @@ Expr Expr::operator+(const Expr& rhs)
 	for (int c = 0; c < rhs.coeffs.size(); c++) {
 		coeffs[c] += rhs.coeffs[c];
 	}
+	constant += rhs.constant;
 	return *this;
 }
 
@@ -420,5 +461,22 @@ Expr Expr::operator-(const Expr& rhs)
 	for (int c = 0; c < rhs.coeffs.size(); c++) {
 		coeffs[c] -= rhs.coeffs[c];
 	}
+	constant -= rhs.constant;
 	return *this;
 }
+
+double Var::get(DoubleAttr attr)
+{
+	switch (attr) {
+	case DoubleAttr::Coeff:
+		return coeffs;
+	case DoubleAttr::X:
+		return val;
+	}
+	return val;
+}
+
+int Var::get(IntAttr attr)
+{
+	return col;
+}